Underdown Lake is a lake located in Neshoba County, Mississippi. It appears on the Edinburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 370.41 feet (112.90 m) above sea level. The nearest populated place is Edinburg, approximately 3.6 miles to the SW.